Market

Live product catalog & traffic/revenue benchmarks · Updated Nov 15

AI Models & Agents/Voice Agents·AI that holds phone or voice conversations: AI receptionists, call agents, voice-bot platforms.

Browse by use case Pricing benchmark Hero & design

Niches

Products: 1,215; +30 this week
With traffic: 413; 88 over 10K/mo
Verified revenue: 27; View products →
High-growth sites: 10; View products →
Total monthly visits: 11.5M; Top 3 account for 31%

Key Findings

+0.3%
MoM traffic change for Voice Agents
Browse by use case →
5
sites doubled traffic two months in a row (1% of measured sites)
View products →
81%
of revenue-verified products have under 10K monthly visits
View products →
90%
of sites get most traffic from Direct
277 sites with channel data · View products →

Market Structure

Low Traffic sites form the largest tier (66%); domains registered within the past year make up 38%.

Site Tiers

1,209 websites · Hover for rules

Monthly Visits

413 websites

Recent Growth

Grew every recent month · banded by the slowest month · from ≥100 visits

Domain Age

<1 year: 461

Acquisition & Regions

Channels and regions rest on 277 websites with 1,000+ monthly visits and a breakdown for their latest traffic month; United States is the most common top region (60%).

Primary Channels

277 websites · Latest channel month per site · ≥1,000 monthly visits · by leading channel

Top Countries & Regions

259 websites · Latest channel month per site · by top region

Positioning & Form

Most commonly targets Small Businesses (47% of classified benchmark products); Web App is the most common delivery form (93%).

Target Audience

1,209 classified products with traffic/revenue · multi-select

Product Form

Delivery form stated on website · multi-select

Agent & Dev forms:CLI Tool11

Host Platform Ecosystem

Host platforms for extensions, apps, or bots

AI Adoption & Role

1,035 analyzed websites · Hover for rules

98%offer AI capabilities · 1,012 products

Revenue

Most common verified MRR band is Under $100 (30%); 8 products earn $10K+ MRR; median MRR per 1K monthly visits is $5,138.

Revenue Distribution

27 verified revenue · 0 without traffic data

Verified MRR by monthly visits
MRR	Under 10K	10K–100K	100K+	Total
Under $100	8	0	0	830%
$100–1K	6	0	0	622%
$1K–10K	5	0	0	519%
$10K–50K	1	0	0	14%
$50K+	2	1	4	726%

Among revenue-verified products with ≥1K monthly visits, median MRR per 1K visits is $5,138

Sub-use Cases

Most common sub-use case is Appointment Booking with 730 products (60%).

Popular Sub-use Cases

1,215 classified products · multi-select

Filter all products by use case in category page

Launches & Pricing

709 products launched in the last 12 months, led by Product Hunt; Subscription is the most common pricing model with $79/mo median entry price.

Launch Timeline

All launches in the last 12 months · pale bar is this month so far

Launch Channels

1,169 products with launch records

Launch channels, traffic and revenue coverage
Channel	Products	Top 10% visits	≥10K visits	Revenue
Product Hunt	1,024	<5K	6%	7
Show HN	36	9.7K	11%	1
BetaList	25	10.2K	12%	0
TrustMRR	22	<5K	0%	10
Uneed	17	24K	18%	0
Fazier	13	11.2K	15%	0
IndiePage	10	<5K	0%	3
DevHunt	9	—	44%	1
Findly.tools	3	—	0%	0
App Store	2	—	0%	0